Smart Edge Service Update Scheduler: An Industrial Use Case

Sergio Moreschini; Francesco Lomio; David Hästbacka; Davide Taibi

doi:10.1007/978-3-031-26507-5_14

Smart Edge Service Update Scheduler: An Industrial Use Case

Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi

Computing Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Abstract

Software systems need to be maintained and frequently updated to provide the best possible service to the end-users. However, updates sometimes, cause the system or part of it to restart and disconnect, causing downtime and potentially reducing the quality of service. In this work we studied and analyzed the case of a large Nordic company running a service-oriented system running on edge nodes, and providing services to 270K IoT devices. To update the system while minimizing downtime, we develop a smart edge service update scheduler for a service-oriented architecture, which suggests the best possible update schedule that minimizes the loss of connections for IoT devices. Our approach was validated by applying the scheduling algorithm to the whole system counting 270k edge nodes distributed among 800 locations. By taking into account the topology of the software system and its real-time utilization, it is possible to optimize the updates in a way that substantially minimizes downtime.

Original language	English
Title of host publication	Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings
Editors	Javier Troya, Raffaela Mirandola, Elena Navarro, Andrea Delgado, Sergio Segura, Pablo Fernández, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins, Antonio Ruiz-Cortés
Publisher	Springer
Pages	171-182
Number of pages	12
ISBN (Print)	9783031265068
DOIs	https://doi.org/10.1007/978-3-031-26507-5_14
Publication status	Published - 2023
Publication type	A4 Article in conference proceedings
Event	International Conference on Service-Oriented Computing - Sevilla, Spain Duration: 29 Nov 2022 → 2 Dec 2022

Publication series

Name	Lecture Notes in Computer Science
Volume	13821 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	International Conference on Service-Oriented Computing
Country/Territory	Spain
City	Sevilla
Period	29/11/22 → 2/12/22

Keywords

Edge computing
IoT
Provisioning
Service-oriented
Update scheduling

Publication forum classification

Publication forum level 1

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

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10.1007/978-3-031-26507-5_14

smart_edge_services
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Moreschini, S., Lomio, F., Hästbacka, D., & Taibi, D. (2023). Smart Edge Service Update Scheduler: An Industrial Use Case. In J. Troya, R. Mirandola, E. Navarro, A. Delgado, S. Segura, P. Fernández, G. Ortiz, C. Pautasso, C. Zirpins, & A. Ruiz-Cortés (Eds.), Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings (pp. 171-182). (Lecture Notes in Computer Science; Vol. 13821 LNCS). Springer. https://doi.org/10.1007/978-3-031-26507-5_14

Moreschini, Sergio ; Lomio, Francesco ; Hästbacka, David et al. / Smart Edge Service Update Scheduler : An Industrial Use Case. Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings. editor / Javier Troya ; Raffaela Mirandola ; Elena Navarro ; Andrea Delgado ; Sergio Segura ; Pablo Fernández ; Guadalupe Ortiz ; Cesare Pautasso ; Christian Zirpins ; Antonio Ruiz-Cortés. Springer, 2023. pp. 171-182 (Lecture Notes in Computer Science).

@inproceedings{a20c91da233c4f5a8e9b1b83278c836e,

title = "Smart Edge Service Update Scheduler: An Industrial Use Case",

abstract = "Software systems need to be maintained and frequently updated to provide the best possible service to the end-users. However, updates sometimes, cause the system or part of it to restart and disconnect, causing downtime and potentially reducing the quality of service. In this work we studied and analyzed the case of a large Nordic company running a service-oriented system running on edge nodes, and providing services to 270K IoT devices. To update the system while minimizing downtime, we develop a smart edge service update scheduler for a service-oriented architecture, which suggests the best possible update schedule that minimizes the loss of connections for IoT devices. Our approach was validated by applying the scheduling algorithm to the whole system counting 270k edge nodes distributed among 800 locations. By taking into account the topology of the software system and its real-time utilization, it is possible to optimize the updates in a way that substantially minimizes downtime.",

keywords = "Edge computing, IoT, Provisioning, Service-oriented, Update scheduling",

author = "Sergio Moreschini and Francesco Lomio and David H{\"a}stbacka and Davide Taibi",

note = "Funding Information: Acknowledgments. This work was partially supported by the Adoms grant from the Ulla Tuominen Foundation (Finland) and the MuFAno grant from the Academy of Finland (grant n. 349488). Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; International Conference on Service-Oriented Computing ; Conference date: 29-11-2022 Through 02-12-2022",

year = "2023",

doi = "10.1007/978-3-031-26507-5_14",

language = "English",

isbn = "9783031265068",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "171--182",

editor = "Javier Troya and Raffaela Mirandola and Elena Navarro and Andrea Delgado and Sergio Segura and Pablo Fern{\'a}ndez and Guadalupe Ortiz and Cesare Pautasso and Christian Zirpins and Antonio Ruiz-Cort{\'e}s",

booktitle = "Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings",

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Moreschini, S, Lomio, F, Hästbacka, D & Taibi, D 2023, Smart Edge Service Update Scheduler: An Industrial Use Case. in J Troya, R Mirandola, E Navarro, A Delgado, S Segura, P Fernández, G Ortiz, C Pautasso, C Zirpins & A Ruiz-Cortés (eds), Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings. Lecture Notes in Computer Science, vol. 13821 LNCS, Springer, pp. 171-182, International Conference on Service-Oriented Computing, Sevilla, Spain, 29/11/22. https://doi.org/10.1007/978-3-031-26507-5_14

Smart Edge Service Update Scheduler: An Industrial Use Case. / Moreschini, Sergio; Lomio, Francesco; Hästbacka, David et al.
Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings. ed. / Javier Troya; Raffaela Mirandola; Elena Navarro; Andrea Delgado; Sergio Segura; Pablo Fernández; Guadalupe Ortiz; Cesare Pautasso; Christian Zirpins; Antonio Ruiz-Cortés. Springer, 2023. p. 171-182 (Lecture Notes in Computer Science; Vol. 13821 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Smart Edge Service Update Scheduler

T2 - International Conference on Service-Oriented Computing

AU - Moreschini, Sergio

AU - Lomio, Francesco

AU - Hästbacka, David

AU - Taibi, Davide

N1 - Funding Information: Acknowledgments. This work was partially supported by the Adoms grant from the Ulla Tuominen Foundation (Finland) and the MuFAno grant from the Academy of Finland (grant n. 349488). Publisher Copyright: © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

PY - 2023

Y1 - 2023

N2 - Software systems need to be maintained and frequently updated to provide the best possible service to the end-users. However, updates sometimes, cause the system or part of it to restart and disconnect, causing downtime and potentially reducing the quality of service. In this work we studied and analyzed the case of a large Nordic company running a service-oriented system running on edge nodes, and providing services to 270K IoT devices. To update the system while minimizing downtime, we develop a smart edge service update scheduler for a service-oriented architecture, which suggests the best possible update schedule that minimizes the loss of connections for IoT devices. Our approach was validated by applying the scheduling algorithm to the whole system counting 270k edge nodes distributed among 800 locations. By taking into account the topology of the software system and its real-time utilization, it is possible to optimize the updates in a way that substantially minimizes downtime.

AB - Software systems need to be maintained and frequently updated to provide the best possible service to the end-users. However, updates sometimes, cause the system or part of it to restart and disconnect, causing downtime and potentially reducing the quality of service. In this work we studied and analyzed the case of a large Nordic company running a service-oriented system running on edge nodes, and providing services to 270K IoT devices. To update the system while minimizing downtime, we develop a smart edge service update scheduler for a service-oriented architecture, which suggests the best possible update schedule that minimizes the loss of connections for IoT devices. Our approach was validated by applying the scheduling algorithm to the whole system counting 270k edge nodes distributed among 800 locations. By taking into account the topology of the software system and its real-time utilization, it is possible to optimize the updates in a way that substantially minimizes downtime.

KW - Edge computing

KW - IoT

KW - Provisioning

KW - Service-oriented

KW - Update scheduling

U2 - 10.1007/978-3-031-26507-5_14

DO - 10.1007/978-3-031-26507-5_14

M3 - Conference contribution

AN - SCOPUS:85151056440

SN - 9783031265068

T3 - Lecture Notes in Computer Science

SP - 171

EP - 182

BT - Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings

A2 - Troya, Javier

A2 - Mirandola, Raffaela

A2 - Navarro, Elena

A2 - Delgado, Andrea

A2 - Segura, Sergio

A2 - Fernández, Pablo

A2 - Ortiz, Guadalupe

A2 - Pautasso, Cesare

A2 - Zirpins, Christian

A2 - Ruiz-Cortés, Antonio

PB - Springer

Y2 - 29 November 2022 through 2 December 2022

ER -

Moreschini S, Lomio F, Hästbacka D, Taibi D. Smart Edge Service Update Scheduler: An Industrial Use Case. In Troya J, Mirandola R, Navarro E, Delgado A, Segura S, Fernández P, Ortiz G, Pautasso C, Zirpins C, Ruiz-Cortés A, editors, Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings. Springer. 2023. p. 171-182. (Lecture Notes in Computer Science). doi: 10.1007/978-3-031-26507-5_14

Smart Edge Service Update Scheduler: An Industrial Use Case

Abstract

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Conference

Keywords

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